mean radius
numerical
| Approximate Distinct Count |
456 |
| Approximate Unique (%) |
80.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
14.1273 |
| Minimum |
6.981 |
| Maximum |
28.11 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean texture
numerical
| Approximate Distinct Count |
479 |
| Approximate Unique (%) |
84.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
19.2896 |
| Minimum |
9.71 |
| Maximum |
39.28 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean perimeter
numerical
| Approximate Distinct Count |
522 |
| Approximate Unique (%) |
91.7% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
91.969 |
| Minimum |
43.79 |
| Maximum |
188.5 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean area
numerical
| Approximate Distinct Count |
539 |
| Approximate Unique (%) |
94.7% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
654.8891 |
| Minimum |
143.5 |
| Maximum |
2501 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean smoothness
numerical
| Approximate Distinct Count |
474 |
| Approximate Unique (%) |
83.3% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.09636 |
| Minimum |
0.05263 |
| Maximum |
0.1634 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean compactness
numerical
| Approximate Distinct Count |
537 |
| Approximate Unique (%) |
94.4% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.1043 |
| Minimum |
0.01938 |
| Maximum |
0.3454 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean concavity
numerical
| Approximate Distinct Count |
537 |
| Approximate Unique (%) |
94.4% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.0888 |
| Minimum |
0 |
| Maximum |
0.4268 |
| Zeros |
13 |
| Zeros (%) |
2.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean concave points
numerical
| Approximate Distinct Count |
542 |
| Approximate Unique (%) |
95.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.04892 |
| Minimum |
0 |
| Maximum |
0.2012 |
| Zeros |
13 |
| Zeros (%) |
2.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean symmetry
numerical
| Approximate Distinct Count |
432 |
| Approximate Unique (%) |
75.9% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.1812 |
| Minimum |
0.106 |
| Maximum |
0.304 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
mean fractal dimension
numerical
| Approximate Distinct Count |
499 |
| Approximate Unique (%) |
87.7% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.0628 |
| Minimum |
0.04996 |
| Maximum |
0.09744 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
radius error
numerical
| Approximate Distinct Count |
540 |
| Approximate Unique (%) |
94.9% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.4052 |
| Minimum |
0.1115 |
| Maximum |
2.873 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
texture error
numerical
| Approximate Distinct Count |
519 |
| Approximate Unique (%) |
91.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
1.2169 |
| Minimum |
0.3602 |
| Maximum |
4.885 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
perimeter error
numerical
| Approximate Distinct Count |
533 |
| Approximate Unique (%) |
93.7% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
2.8661 |
| Minimum |
0.757 |
| Maximum |
21.98 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
area error
numerical
| Approximate Distinct Count |
528 |
| Approximate Unique (%) |
92.8% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
40.3371 |
| Minimum |
6.802 |
| Maximum |
542.2 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
smoothness error
numerical
| Approximate Distinct Count |
547 |
| Approximate Unique (%) |
96.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.007041 |
| Minimum |
0.001713 |
| Maximum |
0.03113 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
compactness error
numerical
| Approximate Distinct Count |
541 |
| Approximate Unique (%) |
95.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.02548 |
| Minimum |
0.002252 |
| Maximum |
0.1354 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
concavity error
numerical
| Approximate Distinct Count |
533 |
| Approximate Unique (%) |
93.7% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.03189 |
| Minimum |
0 |
| Maximum |
0.396 |
| Zeros |
13 |
| Zeros (%) |
2.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
concave points error
numerical
| Approximate Distinct Count |
507 |
| Approximate Unique (%) |
89.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.0118 |
| Minimum |
0 |
| Maximum |
0.05279 |
| Zeros |
13 |
| Zeros (%) |
2.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
symmetry error
numerical
| Approximate Distinct Count |
498 |
| Approximate Unique (%) |
87.5% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.02054 |
| Minimum |
0.007882 |
| Maximum |
0.07895 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
fractal dimension error
numerical
| Approximate Distinct Count |
545 |
| Approximate Unique (%) |
95.8% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.003795 |
| Minimum |
0.0008948 |
| Maximum |
0.02984 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst radius
numerical
| Approximate Distinct Count |
457 |
| Approximate Unique (%) |
80.3% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
16.2692 |
| Minimum |
7.93 |
| Maximum |
36.04 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst texture
numerical
| Approximate Distinct Count |
511 |
| Approximate Unique (%) |
89.8% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
25.6772 |
| Minimum |
12.02 |
| Maximum |
49.54 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst perimeter
numerical
| Approximate Distinct Count |
514 |
| Approximate Unique (%) |
90.3% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
107.2612 |
| Minimum |
50.41 |
| Maximum |
251.2 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst area
numerical
| Approximate Distinct Count |
544 |
| Approximate Unique (%) |
95.6% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
880.5831 |
| Minimum |
185.2 |
| Maximum |
4254 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst smoothness
numerical
| Approximate Distinct Count |
411 |
| Approximate Unique (%) |
72.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.1324 |
| Minimum |
0.07117 |
| Maximum |
0.2226 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst compactness
numerical
| Approximate Distinct Count |
529 |
| Approximate Unique (%) |
93.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.2543 |
| Minimum |
0.02729 |
| Maximum |
1.058 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst concavity
numerical
| Approximate Distinct Count |
539 |
| Approximate Unique (%) |
94.7% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.2722 |
| Minimum |
0 |
| Maximum |
1.252 |
| Zeros |
13 |
| Zeros (%) |
2.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst concave points
numerical
| Approximate Distinct Count |
492 |
| Approximate Unique (%) |
86.5% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.1146 |
| Minimum |
0 |
| Maximum |
0.291 |
| Zeros |
13 |
| Zeros (%) |
2.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst symmetry
numerical
| Approximate Distinct Count |
500 |
| Approximate Unique (%) |
87.9% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.2901 |
| Minimum |
0.1565 |
| Maximum |
0.6638 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
worst fractal dimension
numerical
| Approximate Distinct Count |
535 |
| Approximate Unique (%) |
94.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
8.9 KB |
| Mean |
0.08395 |
| Minimum |
0.05504 |
| Maximum |
0.2075 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |